{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:31:39.944517Z",
     "start_time": "2025-11-21T09:31:39.939999Z"
    }
   },
   "source": [
    "import os\n",
    "from calendar import weekday\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import sns\n",
    "from wordcloud import WordCloud\n",
    "\n",
    "os.environ['IPYTHONDIR']= './temp'\n",
    "os.environ['IPYTHONDIR']\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ],
   "outputs": [],
   "execution_count": 37
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:05:01.203341Z",
     "start_time": "2025-11-21T09:04:59.626284Z"
    }
   },
   "cell_type": "code",
   "source": [
    "base_path =\"./\"\n",
    "files = os.listdir(base_path)\n",
    "print(\"Available Files:\",files)\n",
    "for file in files:\n",
    "    if file.endswith(\".xlsx\"):\n",
    "        data = pd.read_excel(os.path.join(base_path,file).sheet_name+\"Year 2009-2010\")\n",
    "    elif file.endswith(\".csv\"):\n",
    "        data = pd.read_csv(os.path.join(base_path,file))"
   ],
   "id": "3d0b0af83a536f98",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Available Files: ['.idea', '.venv', '999.py', 'abc.py', 'array.py', 'o.py', 'online_retail_II.csv', 'Python数据分析案例64——杭帮菜系美食探索数据分析可视化', 'wql10.10.py', 'wql10.17.py', 'wql10.24.py', 'wql10.27.py', 'wql10.28.py', 'wql11.14.py', 'wql11.17.ipynb', 'wql11.21.ipynb', 'wql11.3.py', 'wql11.7.py']\n"
     ]
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:05:01.510794Z",
     "start_time": "2025-11-21T09:05:01.216390Z"
    }
   },
   "cell_type": "code",
   "source": "data.info()",
   "id": "19ed7984f8921ad9",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 1067371 entries, 0 to 1067370\n",
      "Data columns (total 8 columns):\n",
      " #   Column       Non-Null Count    Dtype  \n",
      "---  ------       --------------    -----  \n",
      " 0   Invoice      1067371 non-null  object \n",
      " 1   StockCode    1067371 non-null  object \n",
      " 2   Description  1062989 non-null  object \n",
      " 3   Quantity     1067371 non-null  int64  \n",
      " 4   InvoiceDate  1067371 non-null  object \n",
      " 5   Price        1067371 non-null  float64\n",
      " 6   Customer ID  824364 non-null   float64\n",
      " 7   Country      1067371 non-null  object \n",
      "dtypes: float64(2), int64(1), object(5)\n",
      "memory usage: 65.1+ MB\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:05:01.807851Z",
     "start_time": "2025-11-21T09:05:01.561443Z"
    }
   },
   "cell_type": "code",
   "source": "display(data.describe())",
   "id": "be39587637d49c68",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "           Quantity         Price    Customer ID\n",
       "count  1.067371e+06  1.067371e+06  824364.000000\n",
       "mean   9.938898e+00  4.649388e+00   15324.638504\n",
       "std    1.727058e+02  1.235531e+02    1697.464450\n",
       "min   -8.099500e+04 -5.359436e+04   12346.000000\n",
       "25%    1.000000e+00  1.250000e+00   13975.000000\n",
       "50%    3.000000e+00  2.100000e+00   15255.000000\n",
       "75%    1.000000e+01  4.150000e+00   16797.000000\n",
       "max    8.099500e+04  3.897000e+04   18287.000000"
      ],
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Quantity</th>\n",
       "      <th>Price</th>\n",
       "      <th>Customer ID</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>1.067371e+06</td>\n",
       "      <td>1.067371e+06</td>\n",
       "      <td>824364.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>9.938898e+00</td>\n",
       "      <td>4.649388e+00</td>\n",
       "      <td>15324.638504</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>1.727058e+02</td>\n",
       "      <td>1.235531e+02</td>\n",
       "      <td>1697.464450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>-8.099500e+04</td>\n",
       "      <td>-5.359436e+04</td>\n",
       "      <td>12346.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1.000000e+00</td>\n",
       "      <td>1.250000e+00</td>\n",
       "      <td>13975.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>3.000000e+00</td>\n",
       "      <td>2.100000e+00</td>\n",
       "      <td>15255.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>1.000000e+01</td>\n",
       "      <td>4.150000e+00</td>\n",
       "      <td>16797.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>8.099500e+04</td>\n",
       "      <td>3.897000e+04</td>\n",
       "      <td>18287.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:05:02.168688Z",
     "start_time": "2025-11-21T09:05:01.832312Z"
    }
   },
   "cell_type": "code",
   "source": "display(data.isnull().sum())",
   "id": "e2930c3fa45f579c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Invoice             0\n",
       "StockCode           0\n",
       "Description      4382\n",
       "Quantity            0\n",
       "InvoiceDate         0\n",
       "Price               0\n",
       "Customer ID    243007\n",
       "Country             0\n",
       "dtype: int64"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:05:02.543487Z",
     "start_time": "2025-11-21T09:05:02.191902Z"
    }
   },
   "cell_type": "code",
   "source": [
    "data = data.dropna(subset=[\"Customer ID\"])\n",
    "data =data[(data[\"Quantity\"]>0)&(data[\"Price\"]>0)]\n",
    "data[\"InvoiceDate\"] = pd.to_datetime(data[\"InvoiceDate\"])\n",
    "data[\"Customer ID\"] = data[\"Customer ID\"].astype(int)\n",
    "data[\"TotalSales\"]=data[\"Quantity\"]*data[\"Price\"]\n",
    "print(\"Date cleaned successfully!\")"
   ],
   "id": "c109a94c86259643",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Date cleaned successfully!\n"
     ]
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:31:54.366054Z",
     "start_time": "2025-11-21T09:31:54.270536Z"
    }
   },
   "cell_type": "code",
   "source": [
    "top_countries =data[\"Country\"].value_counts().head(10)\n",
    "sns.barplot(y=top_countries.index,x=top_countries.values,palette=\"viridis\")\n",
    "plt.title(\"Top 10 Countries\")\n",
    "plt.xlabel[\"Top 10 Countries by Transaction\"]\n",
    "plt.ylabel(\"Transaction Type\")\n",
    "plt.show()"
   ],
   "id": "e2978646af707366",
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "module 'sns' has no attribute 'barplot'",
     "output_type": "error",
     "traceback": [
      "\u001B[31m---------------------------------------------------------------------------\u001B[39m",
      "\u001B[31mAttributeError\u001B[39m                            Traceback (most recent call last)",
      "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[39]\u001B[39m\u001B[32m, line 2\u001B[39m\n\u001B[32m      1\u001B[39m top_countries =data[\u001B[33m\"\u001B[39m\u001B[33mCountry\u001B[39m\u001B[33m\"\u001B[39m].value_counts().head(\u001B[32m10\u001B[39m)\n\u001B[32m----> \u001B[39m\u001B[32m2\u001B[39m \u001B[43msns\u001B[49m\u001B[43m.\u001B[49m\u001B[43mbarplot\u001B[49m(y=top_countries.index,x=top_countries.values,palette=\u001B[33m\"\u001B[39m\u001B[33mviridis\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m      3\u001B[39m plt.title(\u001B[33m\"\u001B[39m\u001B[33mTop 10 Countries\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m      4\u001B[39m plt.xlabel[\u001B[33m\"\u001B[39m\u001B[33mTop 10 Countries by Transaction\u001B[39m\u001B[33m\"\u001B[39m]\n",
      "\u001B[31mAttributeError\u001B[39m: module 'sns' has no attribute 'barplot'"
     ]
    }
   ],
   "execution_count": 39
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:10:59.586502Z",
     "start_time": "2025-11-21T09:10:49.628288Z"
    }
   },
   "cell_type": "code",
   "source": [
    "text = \" \".join(data[\"Description\"].astype(str))\n",
    "wordcloud =WordCloud(width=1000,height=500,background_color=\"pink\").generate(text)\n",
    "plt.imshow(wordcloud,interpolation=\"bilinear\")\n",
    "plt.axis(\"off\")\n",
    "plt.title(\"Word Cloud\")\n",
    "plt.show()"
   ],
   "id": "8650fa07d695db50",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 18
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:10:40.980870Z",
     "start_time": "2025-11-21T09:10:40.668550Z"
    }
   },
   "cell_type": "code",
   "source": [
    "country_sales =data.groupby(\"Country\")[\"TotalSales\"].sum().sort_values(ascending=False).head(10)\n",
    "country_sales.plot(kind=\"bar\",color=\"pink\")\n",
    "plt.show()"
   ],
   "id": "d49ef1efcb9cd4a6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 17
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:17:35.155535Z",
     "start_time": "2025-11-21T09:17:34.928995Z"
    }
   },
   "cell_type": "code",
   "source": [
    "data[\"Month\"]=data[\"InvoiceDate\"].dt.to_period(\"M\")\n",
    "month_sales=data.groupby(\"Month\")[\"TotalSales\"].sum()\n",
    "month_sales.plot(marker=\"o\",color=\"orange\")\n",
    "plt.title(\"asgdhasd\")\n",
    "plt.show()"
   ],
   "id": "53cab1934206b25d",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 28
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-11-21T09:21:58.264824Z",
     "start_time": "2025-11-21T09:21:57.744677Z"
    }
   },
   "cell_type": "code",
   "source": [
    "daily_sales=data.groupby(data[\"InvoiceDate\"].dt.date)[\"TotalSales\"].sum()\n",
    "daily_sales.plot(color=\"pink\")\n",
    "plt.show()"
   ],
   "id": "5572dc8bd0a64d85",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 33
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "7892afbf96ad75c7"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
